Loading data provided by JHU CSSE
The data is downloaded from COVID-19 Data Hub on Tableau which uses data compiled by JHU CSSE to report daily time series of confirmed cases and deaths.
The methodology used by CMMID for estimating time-varying transmission rate, doubling time, R0 was replicated in the time-series data for deaths and calculated accordingly. Interpretation is listed below:
Doubling time: The time taken by a country or state to double its cumulative death count due to COVID-19. (Ideally, we want it to increase to infinity in the long run, the more the better)
R0 for death: Approximately how many deaths are happening for a single occurrence of death? (Ideally, we want to decrease this to < 1). Death data is more reliable than cases data and this can sort of give an intuition on the current spread of disease in different population.
Doubling-time of Deaths
Country-wise trajectory (minimum 100 deaths)

Time-varying doubling-time of deaths in Countries
Afghanistan

Algeria

Argentina

Armenia

Australia

Austria

Bangladesh

Belarus

Belgium

Bolivia

Bosnia and Herzegovina

Brazil

Bulgaria

Cameroon

Canada

Chile

China

Colombia

Croatia

Czechia

Denmark

Dominican Republic

Ecuador

Egypt

Finland

France

Germany

Greece

Guatemala

Honduras

Hungary

India

Indonesia

Iran

Iraq

Ireland

Israel

Italy

Japan

Korea, South

Kuwait

Luxembourg

Malaysia

Mexico

Moldova

Morocco

Netherlands

Nigeria

North Macedonia

Norway

Pakistan

Panama

Peru

Philippines

Poland

Portugal

Romania

Russia

Saudi Arabia

Serbia

Slovenia

South Africa

Spain

Sudan

Sweden

Switzerland

Turkey

Ukraine

United Arab Emirates

United Kingdom

US

US State trajectory (minimum 25 deaths)

Time-varying doubling-time of deaths in US States
Alabama

Arizona

Arkansas

California

Colorado

Connecticut

Delaware

District of Columbia

Florida

Georgia

Idaho

Illinois

Indiana

Iowa

Kansas

Kentucky

Louisiana

Maine

Maryland

Massachusetts

Michigan

Minnesota

Mississippi

Missouri

Nebraska

Nevada

New Hampshire

New Jersey

New Mexico

New York

North Carolina

North Dakota

Ohio

Oklahoma

Oregon

Pennsylvania

Puerto Rico

Rhode Island

South Carolina

South Dakota

Tennessee

Texas

Utah

Vermont

Virginia

Washington

West Virginia

Wisconsin

Time-varying R0 of death for different countries
Afghanistan

Algeria

Argentina

Armenia

Australia

Austria

Bangladesh

Belarus

Belgium

Bolivia

Bosnia and Herzegovina

Brazil

Bulgaria

Cameroon

Canada

Chile

China

Colombia

Croatia

Czechia

Denmark

Dominican Republic

Ecuador

Egypt

Finland

France

Germany

Greece

Guatemala

Honduras

Hungary

India

Indonesia

Iran

Iraq

Ireland

Israel

Italy

Japan

Korea, South

Kuwait

Luxembourg

Malaysia

Mexico

Moldova

Morocco

Netherlands

Nigeria

North Macedonia

Norway

Pakistan

Panama

Peru

Philippines

Poland

Portugal

Romania

Russia

Saudi Arabia

Serbia

Slovenia

South Africa

Spain

Sudan

Sweden

Switzerland

Turkey

Ukraine

United Arab Emirates

United Kingdom

US

Time-varying R0 of death for US states
Alabama

Arizona

Arkansas

California

Colorado

Connecticut

Delaware

District of Columbia

Florida

Georgia

Idaho

Illinois

Indiana

Iowa

Kansas

Kentucky

Louisiana

Maine

Maryland

Massachusetts

Michigan

Minnesota

Mississippi

Missouri

Nebraska

Nevada

New Hampshire

New Jersey

New Mexico

New York

North Carolina

North Dakota

Ohio

Oklahoma

Oregon

Pennsylvania

Puerto Rico

Rhode Island

South Carolina

South Dakota

Tennessee

Texas

Utah

Vermont

Virginia

Washington

West Virginia

Wisconsin
